Image Classification on ImageNet-D 1k (test)
60.1Top-1 AccuracyDMGD
Evaluation results
| Method | Links | |
|---|---|---|
| DMGDIPC=50, Semantic Matching (SM)=true, Distribution Matching (DM)=true, Architecture=ResNet10-AP2026.05 | 60.1 | |
| DMGDIPC=50, Semantic Matching (SM)=true, Distribution Matching (DM)=false, Architecture=ResNet10-AP2026.05 | 59.3 | |
| DMGDIPC=50, Semantic Matching (SM)=false, Distribution Matching (DM)=true, Architecture=ResNet10-AP2026.05 | 56.8 | |
| DMGDIPC=50, Semantic Matching (SM)=false, Distribution Matching (DM)=false, Architecture=ResNet10-AP2026.05 | 49.3 | |
| DMGDIPC=10, Semantic Matching (SM)=false, Distribution Matching (DM)=true, Architecture=ResNet10-AP2026.05 | 41.6 | |
| DMGDIPC=10, Semantic Matching (SM)=true, Distribution Matching (DM)=true, Architecture=ResNet10-AP2026.05 | 40.8 | |
| DMGDIPC=10, Semantic Matching (SM)=true, Distribution Matching (DM)=false, Architecture=ResNet10-AP2026.05 | 38.9 | |
| DMGDIPC=10, Semantic Matching (SM)=false, Distribution Matching (DM)=false, Architecture=ResNet10-AP2026.05 | 34.7 |